Skip to main content
Log in

Response of Activated Sludge to Long-Term Nanosilver Input and Changes in Extracellular Polymeric Substances (EPS)

  • Published:
Water, Air, & Soil Pollution Aims and scope Submit manuscript

Abstract

This study investigates the response of activated sludge to continuous nanosilver (AgNPs) input in a large concentration range. In addition to substrate removal, changes taking place in the different fractions of Extracellular Polymeric Substances (EPS), namely, very loosely bound-EPS (VLB-EPS), loosely bound-EPS (LB-EPS), and tightly bound-EPS (TB-EPS), as well as the protein and carbohydrate content of each fraction were examined. At relatively low AgNP concentrations (5 mg/L), production of loosely bound fractions became higher. At AgNP ≥ 12 mg/L, also TB-EPS production was promoted. Seemingly, bacteria were protected from inhibitory effects by regulation of EPS production. Moreover, new proteins emerged in EPS. Respiration tests indicated no effect on substrate removal even at high AgNP concentrations because the nanomaterial lost its effectiveness upon continuous aeration. In WWTPs, AgNP concentrations are normally below 0.8 mg/L. Therefore, no negative impact on substrate removal and no visible changes in EPS production would be expected.

This is a preview of subscription content, log in via an institution to check access.

Access this article

Price excludes VAT (USA)
Tax calculation will be finalised during checkout.

Instant access to the full article PDF.

Institutional subscriptions

Fig. 1
Fig. 2
Fig. 3
Fig. 4
Fig. 5
Fig. 6
Fig. 7

Similar content being viewed by others

References

  • Benn, T. M., & Westerhoff, P. (2008). Nanoparticle silver released into water from commercially available sock fabrics. Environmental Science & Technology, 42, 4133–4139.

    Article  CAS  Google Scholar 

  • Benn, T., Cavanagh, B., Hristovski, K., Posner, J. D., & Westerhoff, P. (2010). The release of nanosilver from consumer products used in the home. Journal of Environmental Quality, 39, 1875–1882.

    Article  CAS  Google Scholar 

  • Blaser, S., Scheringer, M., Macleod, M., & Hungerbühler, K. (2008). Estimation of cumulative aquatic exposure and risk due to silver: Contribution of nano-functionalized plastics and textiles. Science of the Total Environment, 390, 396–409.

    Article  CAS  Google Scholar 

  • Çeçen, F., & Kılıç, B. (2016). Inhibitory effect of silver on activated sludge: Effect of organic substrate and the carbon to nitrogen ratio. Journal of Chemical Technology and Biotechnology, 91, 1190–1198.

    Article  Google Scholar 

  • Choi, O., Deng, K. K., Kim, N. J., Ross, L., Surampalli, R. Y., & Hu, Z. (2008). The inhibitory effects of silver nanoparticles, silver ions, and silver chloride colloids on microbial growth. Water Research, 42, 3066–3074.

    Article  CAS  Google Scholar 

  • DuBois, M., Gilles, K. A., Hamilton, J. K., Rebers, P. A., & Smith, F. (1956). Colorimetric method for determination of sugars and related substances. Analytical Chemistry, 28, 350–356.

    Article  CAS  Google Scholar 

  • Geranio, L., Heuberger, M., & Nowack, B. (2009). The behavior of silver nanotextiles during washing. Environmental Science & Technology, 43, 8113–8118.

    Article  CAS  Google Scholar 

  • Geyik, A. G. (2015). Relationship between metal inhibition and microbial products in biological systems, Ph.D. Thesis, Bogaziçi University, Institute of Environmental Sciences.

  • Geyik, A. G., & Çeçen, F. (2015). Variations in extracellular polymeric substances (EPS) during adaptation of activated sludges to new feeding conditions. International Biodeterioration & Biodegradation, 105, 137–145.

    Article  CAS  Google Scholar 

  • Geyik, A. G., & Çeçen, F. (2016a). Exposure of activated sludge to nanosilver and silver ion: Inhibitory effects and binding to the fractions of extracellular polymeric substances. Bioresource Technology, 211, 691–697.

    Article  CAS  Google Scholar 

  • Geyik, A. G., & Çeçen, F. (2016b). Production of protein- and carbohydrate-EPS in activated sludge reactors operated at different carbon to nitrogen ratios. Journal of Chemical Technology and Biotechnology, 91, 522–531.

    Article  CAS  Google Scholar 

  • Geyik, A. G., Kılıç, B., & Çeçen, F. (2016). Extracellular polymeric substances (EPS) and surface properties of activated sludges: Effect of organic carbon sources. Environmental Science and Pollution Research, 23, 1653–1663.

    Article  CAS  Google Scholar 

  • Guo, Y., Cichocki, N., Schattenberg, F., Geffers, R., Harms, H., & Müller, S. (2019). AgNPs change microbial community structures of wastewater. Frontiers in Microbiology, 9, 3211.

    Article  Google Scholar 

  • Hou, L., Li, K., Ding, Y., Li, Y., Chen, J., Wu, X., & Li, X. (2012). Removal of silver nanoparticles in simulated wastewater treatment processes and its impact on COD and NH4 reduction. Chemosphere, 87, 248–252.

    Article  CAS  Google Scholar 

  • Jachimska, B., Wasilewska, M., & Adamczyk, Z. (2008). Characterization of globular protein solutions by dynamic light scattering, electrophoretic mobility, and viscosity measurements. Langmuir, 24, 6866–6872.

    Article  CAS  Google Scholar 

  • Jeong, E., Im, W. T., Kim, D. H., Kim, M. S., Kang, S., Shin, H. S., & Chae, S. R. (2014). Different susceptibilities of bacterial community to silver nanoparticles in wastewater treatment systems. Journal of Environmental Science and Health, Part A, 49, 685–693.

    Article  CAS  Google Scholar 

  • Kaegi, R., Voegelin, A., Sinnet, B., Zuleeg, S., Hagendorfer, H., Burkhardt, M., & Siegrist, H. (2011). Behavior of metallic silver nanoparticles in a pilot wastewater treatment plant. Environmental Science & Technology, 45, 3902–3908.

    Article  CAS  Google Scholar 

  • Kaegi, R., Voegelin, A., Ort, C., Sinnet, B., Thalmann, B., Krismer, J., Hagendorfer, H., Elumelu, M., & Mueller, E. (2013). Fate and transformation of silver nanoparticles in urban wastewater systems. Water Research, 47, 3866–3877.

    Article  CAS  Google Scholar 

  • Lowry, O. H., Rosebrough, N. J., Farr, L., & Randall, R. J. (1951). Protein measurement with folin phenol reagent. The Journal of Biological Chemistry, 193, 265–275.

    CAS  Google Scholar 

  • Martin, J. D., Telgmann, L., & Metcalfe, C. D. (2017). A method for preparing silver nanoparticle suspensions in bulk for ecotoxicity testing and ecological risk assessment. Bulletin of Environmental Contamination and Toxicology, 98, 589–594.

    Article  CAS  Google Scholar 

  • Qiu, G., Wirianto, K., Sun, Y., & Ting, Y. P. (2016). Effect of silver nanoparticles on system performance and microbial community dynamics in a sequencing batch reactor. Journal of Cleaner Production, 130, 137–142.

    Article  CAS  Google Scholar 

  • Quan, X., Cen, Y., Lu, F., Gu, L., & Ma, J. (2015). Response of aerobic granular sludge to the long-term presence to nanosilver in sequencing batch reactors: Reactor performance, sludge property, microbial activity and community. Science of the Total Environment, 506-507, 226–233.

    Article  CAS  Google Scholar 

  • Sheng, Z., & Liu, Y. (2011). Effects of silver nanoparticles on wastewater biofilms. Water Research, 45, 6039–6050.

    Article  CAS  Google Scholar 

  • Voelker, D., Schlich, K., Hohndorf, L., Koch, W., Kuehnen, U., Polleichtner, C., Kussatz, C., & Hund-Rinke, K. (2015). Approach on environmental risk assessment of nanosilver released from textiles. Environmental Research, 140, 661–672.

    Article  CAS  Google Scholar 

  • Wang, Y., Westerhoff, P., & Hristovski, K. D. (2012). Fate and biological effects of silver, titanium dioxide, and C60 (fullerene) nanomaterials during simulated wastewater treatment processes. Journal of Hazardous Materials, 201-202, 16–22.

    Article  CAS  Google Scholar 

  • Wu, S., Wu, H., Button, M., Konnerup, D., & Brix, H. (2019). Impact of engineered nanoparticles on microbial transformations of carbon, nitrogen, and phosphorus in wastewater treatment processes – A review. Science of the Total Environment, 660, 1144–1154.

    Article  CAS  Google Scholar 

  • Xu, Q., Li, S., Wan, Y., Wang, S., Ma, B., She, Z., Guo, L., Gao, M., Zhao, Y., Jin, C., Dong, J., & Li, Z. (2017). Impacts of silver nanoparticles on performance and microbial community and enzymatic activity of a sequencing batch reactor. Journal of Environmental Management, 204, 667–673.

    Article  CAS  Google Scholar 

  • Zhang, Q., Li, N., Goebl, J., Lu, Z., & Yin, Y. (2011). A systematic study of the synthesis of silver nanoplates: Is citrate a “magic” reagent? Journal of the American Chemical Society, 133, 18931–18939.

    Article  CAS  Google Scholar 

  • Zhang, C., Liang, Z., & Hu, Z. (2014). Bacterial response to a continuous long-term exposure of silver nanoparticles at sub-ppm silver concentrations in a membrane bioreactor activated sludge system. Water Research, 50, 350–358.

    Article  CAS  Google Scholar 

Download references

Funding

This work was supported by grants from the Scientific and Technological Research Council of Turkey (TUBITAK grant 111Y018) and Bogazici University Research Fund (BAP grant 15Y00P1).

Author information

Authors and Affiliations

Authors

Corresponding author

Correspondence to Ferhan Çeçen.

Ethics declarations

Conflict of Interest

The authors declare that they have no conflict of interest.

Additional information

Publisher’s Note

Springer Nature remains neutral with regard to jurisdictional claims in published maps and institutional affiliations.

Electronic Supplementary Material

ESM 1

(DOCX 72 kb)

Rights and permissions

Reprints and permissions

About this article

Check for updates. Verify currency and authenticity via CrossMark

Cite this article

Çeçen, F., Geyik, A.G. & Kılıç, B. Response of Activated Sludge to Long-Term Nanosilver Input and Changes in Extracellular Polymeric Substances (EPS). Water Air Soil Pollut 231, 501 (2020). https://doi.org/10.1007/s11270-020-04882-7

Download citation

  • Received:

  • Accepted:

  • Published:

  • DOI: https://doi.org/10.1007/s11270-020-04882-7

Keywords

Navigation